| A-ESRGAN: Training Real-World Blind Super-Resolution with Attention U-Net Discriminators | Dec 19, 2021 | Blind Super-ResolutionGenerative Adversarial Network | CodeCode Available | 1 |
| FedNI: Federated Graph Learning with Network Inpainting for Population-Based Disease Prediction | Dec 19, 2021 | Disease PredictionFederated Learning | —Unverified | 0 |
| Information-theoretic stochastic contrastive conditional GAN: InfoSCC-GAN | Dec 17, 2021 | AttributeGenerative Adversarial Network | CodeCode Available | 1 |
| A comparative study of paired versus unpaired deep learning methods for physically enhancing digital rock image resolution | Dec 16, 2021 | Generative Adversarial NetworkImage Enhancement | —Unverified | 0 |
| Imbalanced Sample Generation and Evaluation for Power System Transient Stability Using CTGAN | Dec 16, 2021 | Generative Adversarial Network | —Unverified | 0 |
| Deep Generative Models for Geometric Design Under Uncertainty | Dec 15, 2021 | Generative Adversarial Network | CodeCode Available | 0 |
| Self-Ensembling GAN for Cross-Domain Semantic Segmentation | Dec 15, 2021 | Generative Adversarial NetworkSegmentation | CodeCode Available | 0 |
| Hierarchical Stochastic Scheduling of Multi-Community Integrated Energy Systems in Uncertain Environments via Stackelberg Game | Dec 14, 2021 | energy managementGenerative Adversarial Network | —Unverified | 0 |
| Improving COVID-19 CXR Detection with Synthetic Data Augmentation | Dec 14, 2021 | Data AugmentationDeep Learning | —Unverified | 0 |
| CGAN-EB: A Non-parametric Empirical Bayes Method for Crash Hotspot Identification Using Conditional Generative Adversarial Networks: A Simulated Crash Data Study | Dec 13, 2021 | Generative Adversarial Network | —Unverified | 0 |
